2  Exploratory Analysis

For this project, we will be using the data from from the California Housing dataset included in the scikit-learn library. The dataset contains 20,640 observations on housing prices in California. The dataset has 8 features and 1 target variable. The features are as follows:

1. MedInc: Median Income
2. HouseAge: Median House Age
3. AveRooms: Average Number of Rooms
4. AveBedrms: Average Number of Bedrooms
5. Population: Population
6. AveOccup: Average Occupancy
7. Latitude: Latitude
8. Longitude: Longitude

The target variable is:

1. MedHouseVal: Median House Value